Run
1667932

Run 1667932

Task 101056 (Supervised Regression) QSAR-DATASET-FOR-DRUG-TARGET-CHEMBL4223 Uploaded 20-07-2016 by Noureddin Sadawi
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Flow

mlr.regr.pcr(2)Learner mlr.regr.pcr from package(s) pls.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

7 Evaluation measures

Mean absolute error
0.5898
Cross-validation details (Custom 10-fold Crossvalidation)
Mean prior absolute error
0.664
Cross-validation details (Custom 10-fold Crossvalidation)
Number of instances
559
Cross-validation details (Custom 10-fold Crossvalidation)
Relative absolute error
0.8882
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean prior squared error
0.8566
Cross-validation details (Custom 10-fold Crossvalidation)
Root mean squared error
0.7966
Cross-validation details (Custom 10-fold Crossvalidation)
Root relative squared error
0.93
Cross-validation details (Custom 10-fold Crossvalidation)